Crandore Hub

statdecideR

Automated Statistical Analysis and Plotting with CLD

A lightweight tool that provides a reproducible workflow for selecting and executing appropriate statistical analysis in one-way or two-way experimental designs. The package automatically checks for data normality, conducts parametric (ANOVA) or non-parametric (Kruskal-Wallis) tests, performs post-hoc comparisons with Compact Letter Displays (CLD), and generates publication-ready boxplots, faceted plots, and heatmaps. It is designed for researchers seeking fast, automated statistical summaries and visualization. Based on established statistical methods including Shapiro and Wilk (1965) <doi:10.2307/2333709>, Kruskal and Wallis (1952) <doi:10.1080/01621459.1952.10483441>, Tukey (1949) <doi:10.2307/3001913>, Fisher (1925) <ISBN:0050021702>, and Wickham (2016) <ISBN:978-3-319-24277-4>.

Versions across snapshots

VersionRepositoryFileSize
0.1.6 rolling linux/jammy R-4.5 statdecideR_0.1.6.tar.gz 30.7 KiB
0.1.6 rolling linux/noble R-4.5 statdecideR_0.1.6.tar.gz 30.6 KiB
0.1.6 rolling source/ R- statdecideR_0.1.6.tar.gz 6.1 KiB
0.1.6 latest linux/jammy R-4.5 statdecideR_0.1.6.tar.gz 30.7 KiB
0.1.6 latest linux/noble R-4.5 statdecideR_0.1.6.tar.gz 30.6 KiB
0.1.6 latest source/ R- statdecideR_0.1.6.tar.gz 6.1 KiB
0.1.6 2026-04-26 source/ R- statdecideR_0.1.6.tar.gz 6.1 KiB
0.1.6 2026-04-23 source/ R- statdecideR_0.1.6.tar.gz 6.1 KiB
0.1.6 2026-04-09 windows/windows R-4.5 statdecideR_0.1.6.zip 33.4 KiB

Dependencies (latest)

Imports